#aws

#aws

Karrot, a leading platform for building local communities in Korea, uses a recommendation system to provide users with personalized content on the home screen. The system consists of the recommendation machine learning model and a feature platform that acts as a data store for users' behaviour history and article information. As the company has been evolving the recommendation system over recent years, it became apparent that adding new functionality was becoming challenging, and the system began to suffer from limited scalability and poor data quality

The three agent offerings, dubbed frontier agents, are "a new class of AI agents that are autonomous, scalable, and work for hours or days without intervention," stated AWS in a press release.

The cloud giants say they've built a tool "to transform how cloud service providers connect with one another." It links Google's Cross-Cloud Interconnect with AWS Interconnect, allowing customers to set up a private high-speed link between resources running on their respective clouds. The two companies claim they've produced a new open specification for network interoperability, with the API available for other providers to adopt.

Today, we're announcing Amazon Route 53 Accelerated recovery for managing public DNS records, a new Domain Name Service (DNS) business continuity feature that is designed to provide a 60-minute recovery time objective (RTO) during service disruptions in the US East (N. Virginia) AWS Region," said Micah Walter, senior solutions architect, in a post on the .

However, AWS claims that during its internal use of Strands Agents, its developers encountered issues while deploying agents built with the SDK. The SDK's reliance on model-driven reasoning, according to AWS, often produced unpredictable outcomes once agents hit production workloads, leading to inconsistent results, misinterpreted instructions, and high-maintenance prompt engineering - all of which were impediments to adoption at scale.

Dynatrace connects its observability platform to Amazon Bedrock AgentCore. The integration provides real-time insight into autonomous AI agents within AWS environments. For developers, this means better control over agentic workflows and their performance. Amazon Bedrock AgentCore helps build and deploy AI agents without requiring infrastructure management. The integration with Dynatrace ensures that agent telemetry is converted into insights. Teams can use this to monitor the reliability and responsiveness of agents at the trace level. Intelligent alerts for key metrics become possible.

Instead of navigating AWS Console or writing scripts, just ask: Example Queries: "What are the IP addresses of my EC2 instances?" → Gets all running instances with public/private IPs "How much storage am I using in S3?" → Lists all buckets with sizes and costs "Show me my CloudWatch alarms" → Displays all alarms with status and metrics "Are there any security issues?" → AI-powered security analysis with recommendations

In the third quarter of 2025, Amazon achieved its strongest growth in its AWS cloud division since 2022. Amazon Web Services' revenue grew by 20 percent to $33 billion. This exceeded Wall Street's expectations, which had predicted $32.4 billion. Amazon's total revenue rose thirteen percent to $180.2 billion in the third quarter. Net income rose to $21.2 billion, or $1.95 per share. The figures exceeded analysts' expectations, leading to a share price increase of approximately nine percent in after-hours trading.